Instructions to use replicate/moe-new-models with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Kernels
How to use replicate/moe-new-models with Kernels:
# !pip install kernels from kernels import get_kernel # a version (or an explicit revision) is required; see the "Files and versions" tab for the available ones kernel = get_kernel("replicate/moe-new-models", version=1) - Notebooks
- Google Colab
- Kaggle
Add model repository removal notice
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README.md
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- kernels
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---
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## MoE
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MoE kernels from [vLLM](https://github.com/vllm-project/).
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- kernels
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---
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> [!CAUTION]
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> Starting from September 13, 2026, we will be removing the "model" type repositories of kernels (e.g., kernels-community/flash-attn3). Make sure you're using a latest version of kernels. If you face any disruption, please report them here: https://github.com/huggingface/kernels/issues/new.
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## MoE
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MoE kernels from [vLLM](https://github.com/vllm-project/).
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